Contrastive Branch Policy Optimization

Ying Wang, Changlin Qiu, Bang Lin +4

Reinforcement learning with verifiable rewards (RLVR) enables language models to learn multi-turn interaction with external tools, yet its sparse outcome rewards provide no signal…